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These requests need to be satisfied using geographically distributed sensors. However, if the sensing resources are mobile, then sensing territory is not limited to a fixed region, rather spatially diverse. In this work, we present a generic scheme for integrating spatio-temporal information of mobile sensors for Internet of Things\u2013 (IoT) based environment monitoring system. A set of algorithms are proposed in this work to model spatial and temporal features of mobile resources and exploit resource mobility. We also propose probabilistic models to measure feasibility of a resource to sense a specific spatio-temporal phenomenon. We rank the resources based on their feasibility of satisfying the sensing requests and later use the information for efficient resource allocation and scheduling.<\/jats:p>","DOI":"10.1145\/3446936","type":"journal-article","created":{"date-parts":[[2021,6,8]],"date-time":"2021-06-08T16:57:32Z","timestamp":1623171452000},"page":"1-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Predicting Spatio-Temporal Phenomena of Mobile Resources in Sensor Cloud Infrastructure"],"prefix":"10.1145","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6484-9682","authenticated-orcid":false,"given":"Sunanda","family":"Bose","sequence":"first","affiliation":[{"name":"Jadavpur University, Kolkata, West Bengal, India"}]},{"given":"Sumit Kumar","family":"Paul","sequence":"additional","affiliation":[{"name":"Jadavpur University, Kolkata, West Bengal, India"}]},{"given":"Nandini","family":"Mukherjee","sequence":"additional","affiliation":[{"name":"Jadavpur University, Kolkata, West Bengal, India"}]}],"member":"320","published-online":{"date-parts":[[2021,6,8]]},"reference":[{"volume-title":"Proceedings of the 2015 IEEE 12th International Multi-Conference on Systems, Signals Devices (SSD\u201915)","author":"Abdelbacet G.","key":"e_1_2_1_1_1","unstructured":"G. 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